Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval

Most machine learning tasks in data classification and information retrieval require manually labeled data examples in the training stage. The goal of active learning is to select the most informative examples for manual labeling in these learning tasks. Most of the previous studies in active learni...

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Bibliographic Details
Main Authors: HOI, Steven C. H., JIN, Rong, LYU, Michael R.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2009
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Online Access:https://ink.library.smu.edu.sg/sis_research/2310
https://ink.library.smu.edu.sg/context/sis_research/article/3310/viewcontent/BMAL_TextCat_2009_afv.pdf
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Institution: Singapore Management University
Language: English

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